Mini-Batch Gradient Descent | Visual Explanation #manim #machinelearning#Mini-Batch
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Mini-Batch Gradient Descent | Visual Explanation #manim #machinelearning#Mini-Batch
Mini-batch gradient descent combines the strengths of batch gradient descent and stochastic gradient descent. Batch GD computes gradients using the entire dataset. SGD updates the weights using just one data point. Mini-batch gradient descent sits right in between. We group a small number of samples, compute the gradient using that group, and ...
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